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Implementing Decision Trees and Forests on a GPU - Microsoft
We describe a method for implementing the evaluation and training of decision trees and forests entirely on a GPU, and show how this method can be used in.
[ ForestFire.pdf - Read/Download File

Homework 4: Decision Tree and Weka Due: Monday, November 24
Nov 24, 2014 ... In this homework, you will implement decision trees and learn to use Weka. ... You will implement a decision tree classifier from scratch using ...
[ CSE6242-HW4.pdf - Read/Download File

C4.5 Decision Tree Algorithm based on Hadoop - SERSC
brings up challenges to traditional decision tree algorithms. First, as ... implement a typical decision tree algorithm, C4.5, using MapReduce programming model.
[ 5.pdf - Read/Download File

Information Summary Strategic Tree Planting as an EPA
Strategic Tree Planting as an EPA Encouraged. Pollutant Reduction Strategy: How Urban Trees can. Obtain Credit in State Implementation Plans. Introduction.
[ Emerging_Measures_Summary.pdf - Read/Download File

Decision-tree discovery - Stanford Artificial Intelligence Laboratory
Decision tree learners use a method known as divide and conquer to construct a suitable .... CART r is also the name of the system currently implementing the ...
[ treesHB.pdf - Read/Download File

Exploiting Parallelism in Decision Tree Induction
racy. This work first overviews some strategies for implementing decision tree construction algorithms in parallel based on techniques such as task parallelism  ...
[ w2003_ECMLW7_namado.pdf - Read/Download File

Optimising decision strategies - Experian
decision strategy tree. Deployment of optimised strategies using trees removes many implementation obstacles faced by organisations, and opens up a wealth ...
[ ExperianDA_Brochure_DecisionStratOpt.pdf - Read/Download File

Implementing Decision Trees and Forests on a GPU - Springer
Abstract. We describe a method for implementing the evaluation and training of decision trees and forests entirely on a GPU, and show how this method can be ...
[ y702n504831g232m.pdf - Read/Download File

Implementing Decision Trees and Forests on a GPU - Microsoft
We describe a method for implementing the evaluation and training of decision trees and forests entirely on a GPU, and show how this method can be used in ...
[ ForestFire.pdf - Read/Download File

YaDT: Yet another Decision Tree builder - Dipartimento di Informatica
[email protected]∼ruggieri. Abstract. YaDT is a from- scratch main-memory implementation of the C4.5-like decision tree algorithm.
[ yadt.pdf - Read/Download File

A Parallel, Multithreaded Decision Tree Builder - Carnegie Mellon
Keywords: Decision tree building, multithreading, parallel C4.5, scalable data mining, ... Therefore, implementing a parallel decision tree builder that can make  ...
[ CMU-CS-98-184.pdf - Read/Download File

2010-2014 Implementation Strategy - City of Seattle
UFMP Five-Year Implementation Strategy – September 2010 ... of actions to be implemented over time to preserve, maintain, and plant trees as well as restore ...
[ 5 Year Implementation Strategy 2010-2014.pdf - Read/Download File

Global Data Analysis and the Fragmentation Problem in Decision
node, which we implement on a decision tree inducer DALI, is proved ... name global data analysis, which decision tree induction alone is unable to accomplish .
[ ecml97.pdf - Read/Download File

Decision Tree Induction from Distributed Heterogeneous
are provably exact in that the decision tree constructed from distributed data is ... The distributed decision tree induction algorithms have been implemented as.
[ isda-caragea03.pdf - Read/Download File

EPA State Plan Decision Tree
Aug 3, 2015 ... For states currently implementing mass- based trading programs, the “state measures” approach offers a ready path forward. • Demand-side ...
[ state-plan-decision-tree.pdf - Read/Download File

Introduction Santa Barbara Nearshore Fishery The Decision Tree
Implementation of the Decision Tree management strategy can improve efficiency ... The Decision Tree (DT) method is especially useful in fisheries that exhibit ...
[ Fisheries_Poster.pdf - Read/Download File

employing a scalable implementation of the cost sensitive
[ ClarkPhillipsThesis.pdf - Read/Download File

Decision Tree Analysis using Weka - Sam Drazin
data sets were tested using the J48 decision tree-inducing algorithm (Weka implementation of C4.5), which was published by Ross Quinlan in 1993.
[ project2report.pdf - Read/Download File

Classification and Regression Tree Analysis - Boston University
May 8, 2014 ... Classification and Regression Tree Analysis, CART, is a simple yet powerful ... suggested implementation strategies in R. A short example will ...
[ MorganCART.pdf - Read/Download File

Clustering Via Decision Tree Construction - Computer Science
on a supervised learning method called decision tree construction [26]. The new technique, called ...... We implemented two data generators for our experiments.
[ CLTrees.pdf - Read/Download File

SQL Database Primitives for Decision Tree Classifiers
In this paper, we describe primitives for building and applying decision tree ... mining but not implementing a particular data mining task, e.g. the AVC sets ...
[ classprim.pdf - Read/Download File

Decision Tree-Based Algorithms for Implementing Bot AI in UT2004
Abstract. This paper describes two different decision tree-based ap- ... The first implementation is manufactured via decision trees and was manually coded fol-.
[ 978-3-642-21344-1_40.pdf - Read/Download File

A Survey of Evolutionary Algorithms for Decision Tree - CiteSeerX
a greedy top-down recursive partitioning strategy for tree growth. They use ..... that implement this strategy rely on the further application of genetic operators to  ...
[ IEEE-SMC-C-2012-Barros-pre-print.pdf - Read/Download File

Decision tree
CHAPTER. DECISION TREE. LEARNING. Decision tree learning is one of the most widely used and practical methods for inductive inference. It is a method for  ...
[ mitchell-dectrees.pdf - Read/Download File

This guidance on preparing Tree and Woodland Strategies forms part of the group of supplementary planning .... of SPG to help implement this policy. In 2012  ...
[ spg-tree-and-woodland-strategies-feb-2013.pdf - Read/Download File

implementing pavement management systems for local agencies
This publication is based on the results of ICT-R27-87, Implementing Pavement. Management .... Pavement condition data are a major factor in any data-driven, decision-making pavement ...... strategy for each branch of the tree, generating ...
[ p052.pdf - Read/Download File

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